Papers with Code 아카이브

DeepFake Detection

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

하위 태스크
5
평가표
11
보존된 평가 기록
30

DeepFake Detection is the task of detecting fake videos or images that have been generated using deep learning techniques. Deepfakes are created by using machine learning algorithms to manipulate or replace parts of an original video or image, such as the face of a person. The goal of deepfake detection is to identify such manipulations and distinguish them from real videos or images.

Description source: DeepFakes: a New Threat to Face Recognition? Assessment and Detection

Image source: DeepFakes: a New Threat to Face Recognition? Assessment and Detection

평가 결과

데이터셋과 평가 조건을 선택해 성능·논문·코드를 비교하세요. 보존된 Papers with Code 기록으로, 최신 순위는 아닙니다.

FakeAVCeleb

원본 태스크: 3D Reconstruction / 3D Shape Reconstruction from Videos / DeepFake Detection

평가 기록 13건

ASVspoof 2021

원본 태스크: 3D Reconstruction / 3D Shape Reconstruction from Videos / DeepFake Detection / Audio Deepfake Detection

평가 기록 8건

FaceForensics++

원본 태스크: 3D Reconstruction / 3D Shape Reconstruction from Videos / DeepFake Detection

평가 기록 6건

DFDC

원본 태스크: 3D Reconstruction / 3D Shape Reconstruction from Videos / DeepFake Detection

평가 기록 3건

1

원본 태스크: 3D Reconstruction / 3D Shape Reconstruction from Videos / DeepFake Detection

평가 기록 1건

^(#$!@#$)(()))******

원본 태스크: 3D Reconstruction / 3D Shape Reconstruction from Videos / DeepFake Detection

평가 기록 1건

COCOFake

원본 태스크: 3D Reconstruction / 3D Shape Reconstruction from Videos / DeepFake Detection

평가 기록 1건

DFFD

원본 태스크: 3D Reconstruction / 3D Shape Reconstruction from Videos / DeepFake Detection

평가 기록 1건

FaceForensics

원본 태스크: 3D Reconstruction / 3D Shape Reconstruction from Videos / DeepFake Detection

평가 기록 1건

FakeAVCeleb

원본 태스크: 3D Reconstruction / 3D Shape Reconstruction from Videos / DeepFake Detection / Multimodal Forgery Detection

평가 기록 1건

FakeOrReal

원본 태스크: 3D Reconstruction / 3D Shape Reconstruction from Videos / DeepFake Detection / Audio Deepfake Detection

평가 기록 1건

LAV-DF

원본 태스크: 3D Reconstruction / 3D Shape Reconstruction from Videos / DeepFake Detection

평가 기록 1건

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.